Score-CAM: Score-Weighted Visual Explanations for Convolutional Neural Networks

3 October 2019

Fan Yang

Papers citing "Score-CAM: Score-Weighted Visual Explanations for Convolutional Neural Networks"

50 / 165 papers shown

Title
Precise Benchmarking of Explainable AI Attribution Methods Rafael Brandt Daan Raatjens G. Gaydadjiev XAI 27 4 0 06 Aug 2023
Rethinking Class Activation Maps for Segmentation: Revealing Semantic Information in Shallow Layers by Reducing Noise Hangcheng Dong Yuhao Jiang Yingyan Huang Jing-Xiao Liao Bingguo Liu Dong Ye Guodong Liu 18 1 0 04 Aug 2023
DeepMediX: A Deep Learning-Driven Resource-Efficient Medical Diagnosis Across the Spectrum Kishore Babu Nampalle Pradeep Singh Vivek Narayan Uppala Balasubramanian Raman MedIm 27 2 0 01 Jul 2023
Learning with Difference Attention for Visually Grounded Self-supervised Representations Aishwarya Agarwal Srikrishna Karanam Balaji Vasan Srinivasan 31 1 0 26 Jun 2023
UM-CAM: Uncertainty-weighted Multi-resolution Class Activation Maps for Weakly-supervised Fetal Brain Segmentation Jia Fu Tao Lu Shaoting Zhang Guotai Wang MedIm 26 2 0 20 Jun 2023
G-CAME: Gaussian-Class Activation Mapping Explainer for Object Detectors Quoc Khanh Nguyen Hung Truong Thanh Nguyen Truong Thanh Hung Nguyen Van Binh Truong Quoc Hung Cao 32 4 0 06 Jun 2023
Decom--CAM: Tell Me What You See, In Details! Feature-Level Interpretation via Decomposition Class Activation Map Yuguang Yang Runtang Guo Shen-Te Wu Yimi Wang Juan Zhang Xuan Gong Baochang Zhang 19 0 0 27 May 2023
Continuous Cross-resolution Remote Sensing Image Change Detection Hao Chen Haotian Zhang Keyan Chen Chenyao Zhou Songhang Chen Zhengxia Zou Z. Shi 35 22 0 24 May 2023
Boost Vision Transformer with GPU-Friendly Sparsity and Quantization Chong Yu Tao Chen Zhongxue Gan Jiayuan Fan MQ ViT 30 23 0 18 May 2023
CageViT: Convolutional Activation Guided Efficient Vision Transformer Hao Zheng Jinbao Wang Xiantong Zhen Hao Chen Jingkuan Song Feng Zheng ViT 32 0 0 17 May 2023
Technical Understanding from IML Hands-on Experience: A Study through a Public Event for Science Museum Visitors Wataru Kawabe Yuri Nakao Akihisa Shitara Yusuke Sugano 36 1 0 10 May 2023
Towards Self-Explainability of Deep Neural Networks with Heatmap Captioning and Large-Language Models Osman Tursun Simon Denman Sridha Sridharan Clinton Fookes ViT VLM 29 6 0 05 Apr 2023
Adversarial Counterfactual Visual Explanations Guillaume Jeanneret Loïc Simon F. Jurie DiffM 41 27 0 17 Mar 2023
Knowledge Distillation from Single to Multi Labels: an Empirical Study Youcai Zhang Yuzhuo Qin Heng-Ye Liu Yanhao Zhang Yaqian Li X. Gu VLM 55 2 0 15 Mar 2023
Interpretable Spectrum Transformation Attacks to Speaker Recognition Jiadi Yao H. Luo Xiao-Lei Zhang AAML 32 1 0 21 Feb 2023
On The Coherence of Quantitative Evaluation of Visual Explanations Benjamin Vandersmissen José Oramas XAI FAtt 36 3 0 14 Feb 2023
PAMI: partition input and aggregate outputs for model interpretation Wei Shi Wentao Zhang Weishi Zheng Ruixuan Wang FAtt 26 3 0 07 Feb 2023
Cluster-CAM: Cluster-Weighted Visual Interpretation of CNNs' Decision in Image Classification Zhenpeng Feng H. Ji M. Daković Xiyang Cui Mingzhe Zhu Ljubisa Stankovic 29 7 0 03 Feb 2023
Unsupervised Domain Adaptation on Person Re-Identification via Dual-level Asymmetric Mutual Learning Qiong Wu Jiahan Li Pingyang Dai QiXiang Ye Liujuan Cao Yongjian Wu Rongrong Ji 27 1 0 29 Jan 2023
TAME: Attention Mechanism Based Feature Fusion for Generating Explanation Maps of Convolutional Neural Networks Mariano V. Ntrougkas Nikolaos Gkalelis Vasileios Mezaris FAtt 19 8 0 18 Jan 2023
ACQ: Improving Generative Data-free Quantization Via Attention Correction Jixing Li Xiaozhou Guo Benzhe Dai Guoliang Gong Min Jin Gang Chen Wenyu Mao Huaxiang Lu MQ 32 4 0 18 Jan 2023
Opti-CAM: Optimizing saliency maps for interpretability Hanwei Zhang Felipe Torres R. Sicre Yannis Avrithis Stéphane Ayache 41 22 0 17 Jan 2023
Hierarchical Dynamic Masks for Visual Explanation of Neural Networks Yitao Peng Longzhen Yang Yihang Liu Lianghua He FAtt 24 3 0 12 Jan 2023
DRG-Net: Interactive Joint Learning of Multi-lesion Segmentation and Classification for Diabetic Retinopathy Grading Hasan Md Tusfiqur D. M. Nguyen M. T. N. Truong T. A. Nguyen Binh Duc Nguyen ... H. Profitlich Ngoc T. T. Than Ngan Le P. Xie Daniel Sonntag MedIm 32 8 0 30 Dec 2022
Comparing the Decision-Making Mechanisms by Transformers and CNNs via Explanation Methods Ming-Xiu Jiang Saeed Khorram Li Fuxin FAtt 27 9 0 13 Dec 2022
Quantification of geogrid lateral restraint using transparent sand and deep learning-based image segmentation D. Marx Krishna Kumar J. Zornberg 11 1 0 06 Dec 2022
Attribution-based XAI Methods in Computer Vision: A Review Kumar Abhishek Deeksha Kamath 35 18 0 27 Nov 2022
Explainable Model-Agnostic Similarity and Confidence in Face Verification Martin Knoche Torben Teepe S. Hörmann Gerhard Rigoll AAML CVBM 27 17 0 24 Nov 2022
Explainable, Domain-Adaptive, and Federated Artificial Intelligence in Medicine A. Chaddad Qizong Lu Jiali Li Y. Katib R. Kateb C. Tanougast Ahmed Bouridane Ahmed Abdulkadir OOD 26 38 0 17 Nov 2022
Using explainability to design physics-aware CNNs for solving subsurface inverse problems J. Crocker Krishna Kumar B. Cox 17 9 0 16 Nov 2022
Identifying Spurious Correlations and Correcting them with an Explanation-based Learning Misgina Tsighe Hagos Kathleen M. Curran Brian Mac Namee 26 10 0 15 Nov 2022
Self-supervised remote sensing feature learning: Learning Paradigms, Challenges, and Future Works Chao Tao Ji Qi Mingning Guo Qing Zhu Haifeng Li SSL 31 56 0 15 Nov 2022
AU-Aware Vision Transformers for Biased Facial Expression Recognition Shuyi Mao Xinpeng Li Q. Wu Xiaojiang Peng ViT 36 2 0 12 Nov 2022
What Makes a Good Explanation?: A Harmonized View of Properties of Explanations Zixi Chen Varshini Subhash Marton Havasi Weiwei Pan Finale Doshi-Velez XAI FAtt 41 18 0 10 Nov 2022
ViT-CX: Causal Explanation of Vision Transformers Weiyan Xie Xiao-hui Li Caleb Chen Cao Nevin L.Zhang ViT 37 17 0 06 Nov 2022
Adversarial Auto-Augment with Label Preservation: A Representation Learning Principle Guided Approach Kaiwen Yang Yanchao Sun Jiahao Su Fengxiang He Xinmei Tian Furong Huang Dinesh Manocha Dacheng Tao 40 13 0 02 Nov 2022
Multi-Viewpoint and Multi-Evaluation with Felicitous Inductive Bias Boost Machine Abstract Reasoning Ability Qinglai Wei Diancheng Chen Beiming Yuan 32 10 0 26 Oct 2022
Computational pathology in renal disease: a comprehensive perspective M. Cossio MedIm 33 1 0 18 Oct 2022
Character-Centric Story Visualization via Visual Planning and Token Alignment Hong Chen Rujun Han Te-Lin Wu Hideki Nakayama Nanyun Peng DiffM VGen 27 31 0 16 Oct 2022
Aggregating Layers for Deepfake Detection Amir Jevnisek S. Avidan 3DPC 43 7 0 11 Oct 2022
TCNL: Transparent and Controllable Network Learning Via Embedding Human-Guided Concepts Zhihao Wang Chuang Zhu 26 1 0 07 Oct 2022
MaskTune: Mitigating Spurious Correlations by Forcing to Explore Saeid Asgari Taghanaki Aliasghar Khani Fereshte Khani A. Gholami Linh-Tam Tran Ali Mahdavi-Amiri Ghassan Hamarneh AAML 46 45 0 30 Sep 2022
Recipro-CAM: Fast gradient-free visual explanations for convolutional neural networks Seokhyun Byun Won-Jo Lee FAtt 39 4 0 28 Sep 2022
Learning Visual Explanations for DCNN-Based Image Classifiers Using an Attention Mechanism Ioanna Gkartzonika Nikolaos Gkalelis Vasileios Mezaris 36 9 0 22 Sep 2022
Weakly Supervised Semantic Segmentation via Progressive Patch Learning Jinlong Li Zequn Jie Xu Wang Yu Zhou Xiaolin K. Wei Lin Ma VLM 58 20 0 16 Sep 2022
TCAM: Temporal Class Activation Maps for Object Localization in Weakly-Labeled Unconstrained Videos Soufiane Belharbi Ismail Ben Ayed Luke McCaffrey Eric Granger WSOL 45 12 0 30 Aug 2022
Artifact-Based Domain Generalization of Skin Lesion Models Alceu Bissoto Catarina Barata Eduardo Valle Sandra Avila MedIm AI4CE 41 13 0 20 Aug 2022
Causality-Inspired Taxonomy for Explainable Artificial Intelligence Pedro C. Neto Tiago B. Gonccalves João Ribeiro Pinto W. Silva Ana F. Sequeira Arun Ross Jaime S. Cardoso XAI 43 12 0 19 Aug 2022
Shap-CAM: Visual Explanations for Convolutional Neural Networks based on Shapley Value Quan Zheng Ziwei Wang Jie Zhou Jiwen Lu FAtt 33 31 0 07 Aug 2022
Object-ABN: Learning to Generate Sharp Attention Maps for Action Recognition Tomoya Nitta Tsubasa Hirakawa H. Fujiyoshi Toru Tamaki 58 0 0 27 Jul 2022